Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-02-22DOI: 10.1016/j.biombioe.2026.109153
Beytullah Eren , Süleyman Uzun , Serkan Ozdemir
{"title":"A robust machine learning framework for predicting the higher heating value of poultry litter using proximate analysis","authors":"Beytullah Eren , Süleyman Uzun , Serkan Ozdemir","doi":"10.1016/j.biombioe.2026.109153","DOIUrl":"10.1016/j.biombioe.2026.109153","url":null,"abstract":"<div><div>Accurate estimation of the higher heating value (HHV) of poultry litter is critical for its valorization as a renewable energy feedstock. However, the heterogeneity of poultry litter and data scarcity pose challenges for predictive modeling. In this study, a robust machine learning framework was developed to predict HHV using dry-basis proximate analysis parameters (volatile matter, fixed carbon, and ash). Unlike previous studies that rely on standard datasets, this work introduces a systematic comparison of four modeling scenarios to isolate the effects of data augmentation and hyperparameter optimization. Gaussian noise–based augmentation was formulated to expand the training space, while GridSearch cross-validation optimized model parameters. Five algorithms (KNN, RF, Extra Trees, LGBM, XGBoost) were evaluated and compared against a Multiple Linear Regression (MLR) baseline. Results indicated that models on the original dataset suffered from overfitting (Test R<sup>2</sup> < 0.50) and failed to significantly outperform the MLR baseline (R<sup>2</sup> = 0.42). However, data augmentation significantly boosted generalization. Crucially, evaluation was performed on a non-augmented, held-out test set to ensure real-world reliability. The optimized Extra Trees (ET) model achieved the best performance (Test R<sup>2</sup> > 0.89, RMSE = 0.80 MJ/kg), outperforming the MLR baseline (R<sup>2</sup> = 0.64) and other ML models. Feature importance and SHAP interaction analysis confirmed that ash content is the dominant inhibitor of energy density, aligning with thermochemical principles. The proposed framework offers a rapid, low-cost alternative to expensive elemental analysis for industrial energy assessment.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109153"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146777822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-02-22DOI: 10.1016/j.biombioe.2026.109156
Shubham More, Ashootosh Mandpe
{"title":"A systematic review of synergistic effects of additives on organic waste composting","authors":"Shubham More, Ashootosh Mandpe","doi":"10.1016/j.biombioe.2026.109156","DOIUrl":"10.1016/j.biombioe.2026.109156","url":null,"abstract":"<div><div>Mounting volumes of biomass waste globally necessitate valorization strategies that recover energy and nutrients while mitigating greenhouse gas emissions. Composting is an essential method; however, most optimization efforts have focused on single additives, and as a result, the potential benefits of combined additive strategies remain largely underexplored. In this review we fill this critical gap, by systematically analyzing 84 studies (2015–2025) across diverse waste substrates to evaluate how combinations of physical, chemical, biological, and conductive additives affect composting performance beyond individual additive effects. We found that strategic multi-additive combinations significantly accelerated decomposition, enhanced humification, improved nutrient (NPK) retention by ∼30-46 %, and reduced gaseous gas emission relative to single-additive approaches. Combined additive strategies such as co-applying biochar with wood vinegar reduced methane and ammonia emissions by ∼63 % and ∼36 %, respectively, compared to biochar alone, while adding zeolite (10 %) further shortened the thermophilic phase and curtailed emissions by over 50 %. Integrating nitrification inhibitors with acidifying amendments or introducing microbial inoculants alongside structural additives achieved 81–88 % reductions in nitrous oxide emissions. These synergistic effects are attributed to complementary mechanisms, including improved electron transfer capacity (15–28 % increase), enhanced substrate bioavailability (20–35 % faster degradation), pH buffering, increased aeration, and microbial niche diversification. Future research priorities include field-scale validation across climate zones, long-term soil health assessment, mechanistic modeling integrating multi-omics data, and techno-economic feasibility under uncertainty. Overall, rational additive combinations can make composting faster, lower-emission, and resource-efficient, supporting circular economy goals and climate mitigation commitments under SDG 12 and the Paris Agreement.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109156"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146777824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Valorisation of poultry litter for biochar and evaluation of photocatalytic activity and antibacterial activity against multi-drug-resistant bacteria","authors":"A.S. Aysha Rinsha , Valil Kunjukunju Vinod , Padikkamannil Abishad , T.R. Sreekumar , Sanis Juliet , Karthikeyan Asha , Deepak Bhiwa Rawool , Sukhadeo Baliram Barbuddhe , Jess Vergis","doi":"10.1016/j.biombioe.2026.109148","DOIUrl":"10.1016/j.biombioe.2026.109148","url":null,"abstract":"<div><div>Rising levels of pollution caused by multi-drug-resistant (MDR) pathogens, industrial dyes, and toxic heavy metals underscore the urgent need for efficient, eco-friendly, and sustainable remediation strategies. In this context, the present study synthesized biochar from poultry litter and assessed its antioxidant, antibacterial, and antibiofilm activities against MDR pathogens of public health relevance. The photocatalytic degradation of industrial dyes-methylene blue (MB), crystal violet (CV), and rhodamine B (RhB) was also evaluated under sunlight, LED, and UV irradiation, along with the adsorption of heavy metals (Cr, Pb, and Fe). Biochar synthesis was confirmed through UV-Vis and Fourier transform infrared spectroscopy analyses, while thermogravimetric-differential thermal analysis, X-ray diffraction, Brunauer–Emmett–Teller and electron microscopy demonstrated its high thermal stability, distinct crystallinity, and predominantly mesoporous architecture. Elemental profiling revealed high carbon and oxygen content along with essential mineral constituents, reflecting strong carbonization and enhanced suitability for environmental applications. The biochar effectively inhibited biofilm formation in the tested MDR strains and showed dose-dependent free radical scavenging activity. Among the photocatalytic assays, sunlight provided superior dye degradation, with RhB degrading more slowly than MB and CV across all light sources. In heavy metal removal, the biochar exhibited higher adsorption capacity for Pb(II) and Cr(VI) compared to Fe. Overall, the findings demonstrate that poultry-litter-derived biochar is a promising multifunctional material with strong potential for environmental remediation and photocatalytic applications.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109148"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146778251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Anaerobic biorefinery of elephant dung, combining solid-state anaerobic digestion and hydrothermal carbonization: the effect of inoculum source, energy recovery, and carbon sequestration","authors":"Sasithorn Saipa , Boonya Charnnok , Nuttiya Tantranont , Chayanon Sawatdeenarunat","doi":"10.1016/j.biombioe.2026.109116","DOIUrl":"10.1016/j.biombioe.2026.109116","url":null,"abstract":"<div><div>This study determines the effects of inoculum type on methane production from elephant dung via solid-state anaerobic digestion (SSAD) and the subsequent conversion of SSAD digestate into hydrochar through hydrothermal carbonization (HTC). The inoculum source significantly influenced biogas yield, with the co-inoculum of anaerobically digested pig manure and SSAD digestate presenting the highest methane production (127.6 ± 0.4 N mL CH<sub>4</sub>/g VS <sub>added</sub>), methane content (50.00 ± 0.14%), and volatile solids removal (60.79 ± 0.45%). For hydrochar production, the digestate from Napier grass inoculation at 170 °C produced the highest hydrochar yield (75.0 ± 1.7%) and energy recovery (80.5 ± 2.2%). The produced hydrochar exhibited a higher heating value of 18.0 ± 0.2 MJ/kg dry weight and energy content of 7.3 ± 1.4 %, comparable to lignite. Integration of SSAD and HTC provided a total energy recovery of 10768 ± 209 MJ/ton dry weight. Moreover, applying SSAD and using the produced biofuels to replace fossil fuels could reduce carbon emissions by 1.8 tons CO<sub>2</sub>-eq/ton dry weight and 1.2 tons CO<sub>2</sub>-eq/ton dry weight, respectively. Carbon fixation in hydrochar could also reduce carbon emissions by 0.31 tons CO<sub>2</sub>-eq/ton dry weight. The developed platform highlights the potential of an integrated SSAD and HTC biorefinery system for valorizing elephant dung into renewable energy and stable carbon materials, providing a sustainable pathway toward greenhouse gas mitigation and circular bioeconomy implementation.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109116"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146778253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-02-26DOI: 10.1016/j.biombioe.2026.109157
Sadia Basri , Debaprasad Shee , Tarun K. Panda , Debraj Bhattacharyya
{"title":"Deep eutectic solvent-assisted hydrothermal carbonization of sewage sludge: Process optimization using response surface methodology and physicochemical characterization of the hydrochar","authors":"Sadia Basri , Debaprasad Shee , Tarun K. Panda , Debraj Bhattacharyya","doi":"10.1016/j.biombioe.2026.109157","DOIUrl":"10.1016/j.biombioe.2026.109157","url":null,"abstract":"<div><div>Integrating resource recovery with a waste management approach has been considered a promising strategy for advancing sustainability. Sewage sludge (SS), an unavoidable byproduct of wastewater treatment, has attracted research interest due to its significant potential for resource recovery. This study presents a sustainable strategy for valorising SS through a deep eutectic solvent (DES) catalyzed hydrothermal carbonization (HTC) process to obtain carbon-rich material. Here, the residue sludge (RS) obtained after removing extracellular polymeric substances (EPS) from SS is used as a precursor for the HTC process to produce RS-derived hydrochar (RSHC) as a potential biobased carbonaceous material. The DES was prepared with arginine and butyric acid as hydrogen-bond acceptor and hydrogen-bond donor, respectively. Additionally, the DES-assisted HTC process was optimized for improved carbon content in RSHC using response surface methodology, with variables including temperature (160-280 °C), time (45-150 min), and DES concentration (10-30 % v/v). The total carbon content of the RSHC significantly increased by 21.9 % at the optimum HTC condition of ∼ (206 °C, 91 min, and 21% v/v). The higher heating value of the RSHC also increased from 11.6 ± 0.35 to 13.13 ± 0.51 MJ/kg, indicating improved RSHC quality. The RSHC were characterized for structural, morphological, and thermal properties. The reaction mechanism, thermo-kinetics, and carbon and material balance were investigated to elucidate the physicochemical transformations of RS components during DES-assisted HTC. Overall, this study will provide a promising direction for the sustainable valorisation of RS into carbon-rich material for future applications, aligning with the circular economy concept.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109157"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147330278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-03-03DOI: 10.1016/j.biombioe.2026.109199
Zhanwu Wang , Bingyang Du , Huizhen Guo , Wanfeng Huang , Yanhong Wang , Guangyin Xu , Zhenfeng Wang , Heng Wang , Wanxi Peng
{"title":"Optimization of straw power plants and storage centers: Based on hybrid multi-attribute decision-making","authors":"Zhanwu Wang , Bingyang Du , Huizhen Guo , Wanfeng Huang , Yanhong Wang , Guangyin Xu , Zhenfeng Wang , Heng Wang , Wanxi Peng","doi":"10.1016/j.biombioe.2026.109199","DOIUrl":"10.1016/j.biombioe.2026.109199","url":null,"abstract":"<div><div>Straw power generation plays a crucial role in mitigating climate change. Nevertheless, issues like high operating costs limits its sustainable development. To tackle these problems, this research integrates multi attribute decision making methods with immune optimization algorithms to establish a comprehensive location model. Through a case study, the total supply cost of straw power generation supply chain is 26.80 million <span><math><mrow><mtext>CNY</mtext></mrow></math></span>, and the unit supply cost is 169.4 <span><math><mrow><mtext>CNY</mtext><mspace></mspace><mo>/</mo><mi>t</mi></mrow></math></span>, which is reduced by 15.3% compared to the unit on-site supply cost 200 <span><math><mrow><mtext>CNY</mtext><mspace></mspace><mo>/</mo><mi>t</mi></mrow></math></span>. The findings indicate that the exhibits a U-shaped trend as the number of storage centers increases. Sensitivity analysis reveals that secondary transportation costs have the most substantial impact on the total supply cost, while venue rental cost has the least influence. When these two factors increase by 30%, the corresponding changes in the total supply cost are 5.64% and 0.72%, respectively. Primary transportation costs, secondary transportation costs, and the depreciation cost of fixed assets are key factors influencing the distribution of storage centers. Moreover, during the process of determining indicator weights, it is found that the location of straw power generation plant is significantly influenced by the preferences of decision-makers. The results promote the sustainable development of the straw power generation industry.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109199"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-03-09DOI: 10.1016/j.biombioe.2026.109200
Yile Zhu , Zhanye Xv , Shengrong Zhang , Shengdong Zhu , Fang Jin
{"title":"Novel simplified biorefinery for puerarin separation and ethanol production from Puerariae lobatae Radix based on the process integration method","authors":"Yile Zhu , Zhanye Xv , Shengrong Zhang , Shengdong Zhu , Fang Jin","doi":"10.1016/j.biombioe.2026.109200","DOIUrl":"10.1016/j.biombioe.2026.109200","url":null,"abstract":"<div><div><em>Puerariae lobatae</em> Radix (PLR) contains large amounts of puerarin and carbohydrates. It is a promising resource for puerarin and ethanol production. In this work, a novel simplified biorefinery was established to co-produce puerarin, ethanol and other high value chemicals from PLR based on the process integration method. Firstly, the acid hydrolysis of PLR was investigated and optimized. The acid hydrolysis of PLR realized the pretreatment of the PLR residue and the simultaneous hydrolysis of isoflavone (puerarin) derivatives and starch in PLR. Moreover, the acid hydrolysis of PLR enhanced the dissolution of isoflavone (puerarin) from PLR. Then, the simultaneous saccharification and co-fermentation of the PLR hydrolysate and PLR residue obtained from the acid hydrolysis were conducted to transform the carbohydrates in PLR into ethanol. Finally, the ethanol and puerarin were separated from fermentatin broth via fractional distillation, and the ethanol and puerarin were further purified. Under optimal conditions, 1 Kg PLR could produce 0.255 Kg anhydrous ethanol, 23.8 g puerarin with 92.9% purity, 11.6 g daidzein with 72.8% purity, 0.31 Kg calcium sulfate residue and 0.29 Kg fermentation residue. And 1 Kg PLR product value reached 5.75 USD at present price. This biorefinery streamlined its processes, fully utilized PLR components, and decreased waste generation. It could be a simple and efficient PLR deep processing technology.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109200"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147387589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-03-06DOI: 10.1016/j.biombioe.2026.109194
Meire Ane Pitta da Costa , Valter Dória Rocha Neto , Thiago Ferreira Leão Loeser , Anne Michelle Garrido Pedrosa , Silvânio Silvério Lopes da Costa , Lisiane Santos Freitas
{"title":"Characterization and evaluation of agro-industrial wastes for the production of bio-oils rich in phenolic compounds","authors":"Meire Ane Pitta da Costa , Valter Dória Rocha Neto , Thiago Ferreira Leão Loeser , Anne Michelle Garrido Pedrosa , Silvânio Silvério Lopes da Costa , Lisiane Santos Freitas","doi":"10.1016/j.biombioe.2026.109194","DOIUrl":"10.1016/j.biombioe.2026.109194","url":null,"abstract":"<div><div>Research into alternative and sustainable sources of chemicals and fuels has been growing in recent decades, driven by the need to reduce dependence on fossil resources and mitigate the environmental impacts associated with their use. In this context, agro-industrial waste has emerged as a promising biomass source for the production of high-value-added products, such as bio-oils rich in phenolic compounds. This study aims to characterize and evaluate the seeds of acerola (ACE), grape (UVA), guava (GOI), and passion fruit (MAR), investigating their properties and potential for conversion into bio-oils rich in phenolic compounds. The biomass samples were characterized through elemental analysis (CHNO), thermogravimetry (TG), ash content, moisture, total extractives, and oil content. The samples showed low ash content (1.00 to 2.71%) and moisture (1.55 to 6.61%). Thermogravimetric analysis elucidated the lignocellulosic composition of the samples, a relevant parameter for understanding the thermal degradation of their constituents. Using GC-MS, the bio-oils were characterized, demonstrating the potential for using these biomasses in the production of phenolic resins. The predominant classes differed according to the compositions: higher percentages of phenols were found in the bio-oil from ACE, and carboxylic acids were more prevalent in the others, due to the oil content.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109194"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147387592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-03-06DOI: 10.1016/j.biombioe.2026.109214
Bingxin Li , Zheng Li , Kaifeng Duan , Jia Tong
{"title":"Optimizing woody biomass conversion to synthetic fuels: A spatial and economic analysis for Japan","authors":"Bingxin Li , Zheng Li , Kaifeng Duan , Jia Tong","doi":"10.1016/j.biombioe.2026.109214","DOIUrl":"10.1016/j.biombioe.2026.109214","url":null,"abstract":"<div><div>Hard-to-abate sectors such as heavy industry and transportation require innovative solutions in order to be carbon neutral. In this study, the sustainability of woody biomass as a renewable energy source in Japan is investigated through the development of biomass-to-X (B2X) optimization model based on mixed-integer linear programming (MILP). The model employs high resolution data of 1741 towns in order to evaluate the technical and economic viability by combining biomass supply, energy consumption and inter-regional energy flows. Results show that the woody biomass that can be achieved in Japan is in the range of 10 to 56.9 PJ/per annum which is only 1.3 to 7.4 percent of the theoretical potential because of supply chain limitations. Methanol was found to be the most cost-effective option of the conversion path and it represented 86 percent of overall production. The cost of methanol, methane, FischerTropsch fuel, and ammonia were estimated to be 144.8, 170.7, 381.1, and 228.1 EUR/GJ respectively and the costs rise at the municipal level because of the decreased economies of scale. The network study has been able to identify 32 biomass clusters highlighting the opportunities of decentralized and resilient energy systems. Woody biomass can play a central role in decarbonizing the transportation and industrial sector of Japan. The paper provides a practical solution which incorporates optimization and network analysis, providing information to policy makers and planners in the development of localized and cost-effective bioenergy policies that promote national goals of carbon neutrality.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109214"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147387621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Biomass & BioenergyPub Date : 2026-08-01Epub Date: 2026-02-22DOI: 10.1016/j.biombioe.2026.109130
Guangda Fu , Zhengshuai Sun , Baojun Yi , Jiaqi Deng , Xing Wu , Dongyi Kong
{"title":"Mechanistic insights into nitrogen-doping-assisted biomass-derived graphitization carbon catalyzed by iron nitrate","authors":"Guangda Fu , Zhengshuai Sun , Baojun Yi , Jiaqi Deng , Xing Wu , Dongyi Kong","doi":"10.1016/j.biombioe.2026.109130","DOIUrl":"10.1016/j.biombioe.2026.109130","url":null,"abstract":"<div><div>Biomass-based graphitized carbon is a highly promising material, but the effect mechanism of nitrogen on biomass catalytic process remains unclear. This study used cellulose as a model substance to systematically investigate the effects of nitrogen doping on the formation of biomass-derived graphitized carbon catalyzed by iron nitrate at low temperatures (700-900 °C). A combination of experimental and theoretical calculations was used to analyze the formation mechanisms. The study revealed that the type of nitrogen precursor is crucial for regulating graphitization. Specifically, g-C<sub>3</sub>N<sub>4</sub> and melamine enable the stepwise release of nitrogen at temperatures ranging from 500 to 700 °C. This process creates a carbon-rich, reducing environment that promotes the formation of active iron carbide phases with a lattice mismatch of less than 5%. This process results in a graphitization degree that is over 50% higher than that achieved in the NH<sub>4</sub>Cl/urea system. However, there is a threshold effect for nitrogen doping levels. At 0.4 mol of melamine loading, the nitrogen content reaches 6.70 at.%, but the defect density increases (D<sub>1</sub>/G = 2.9). This results in a 34.6% decrease in the graphitization degree (G/all) compared to 0.05 mol. Increasing the temperature promotes carbon framework restructuring by enhancing the release of reducing gases. However, nitrogen -induced ring defects hinder graphite microcrystal growth. Iron carbide and graphite nitrogen can jointly reduce the carbon diffusion barrier, as verified by molecular dynamics simulations. However, excessive nitrogen coverage leads to iron site deactivation. XRD, Raman, and XPS analyses confirm that the optimal graphitization effect is achieved at 800 °C with 0.1 mol of melamine. These results provide a fundamental theoretical basis for the low-temperature carbonization of biomass.</div></div>","PeriodicalId":253,"journal":{"name":"Biomass & Bioenergy","volume":"211 ","pages":"Article 109130"},"PeriodicalIF":5.8,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146777823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}